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LLMs

Discussions of how large language models (what's usually called 'AI') are impacting product practice.

LLMs

+1

Amazon's layoffs are driven by something even stupider than AI

Nov 2, 2025

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8 min read

Amazon's layoffs are driven by something even stupider than AI

Andy Jassy wants you to think that velocity can make up for lack of strategy. But "build, measure, learn" only works if you're willing to learn.

Pavel Samsonov
Pavel Samsonov

Feedback Loops

+1

"Workslop" was the logical outcome of productivity maxxing

Sep 27, 2025

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7 min read

"Workslop" was the logical outcome of productivity maxxing

Local throughput optimization always externalizes costs onto downstream colleagues.

Pavel Samsonov
Pavel Samsonov

LLMs

+2

The people ARE the process

Sep 21, 2025

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8 min read

The people ARE the process

Cutting down on collaboration tricks you into thinking you're going faster, but it destroys the divergence effects that make the design process valuable.

Pavel Samsonov
Pavel Samsonov

Metrics and Data

+3

Research is a leadership skill; don't cede it to AI

Sep 12, 2025

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9 min read

Research is a leadership skill; don't cede it to AI

The role of UX is not only to change the behaviors of users, but also to influence the behaviors of stakeholders. Adding AI tools to this process only undermines alignment.

Pavel Samsonov
Pavel Samsonov

Problem Design

+2

Skipping alignment leads to zero-impact UX

Sep 7, 2025

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9 min read

Skipping alignment leads to zero-impact UX

Deliverable artifacts are only a small part of the social system that product development entails. Any "productivity" gained by ignoring that system is an illusion.

Pavel Samsonov
Pavel Samsonov

LLMs

+1

"Human in the loop" is a thought-terminating cliche

Aug 24, 2025

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10 min read

"Human in the loop" is a thought-terminating cliche

Without thoughtful guard rails, asking people to clean up after machines doesn't make machines better — it makes people worse.

Pavel Samsonov
Pavel Samsonov

LLMs

+1

Aura UX

Aug 17, 2025

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8 min read

Aura UX

Shortcuts to establishing the legitimacy of design sabotage your ability to achieve anything meaningful.

Pavel Samsonov
Pavel Samsonov

LLMs

+1

The AI age is the "age of no consent"

Aug 1, 2025

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10 min read

The AI age is the "age of no consent"

"Inevitability" means design decisions are no longer informed by user needs; now they are unilaterally imposed. The users are the ones being designed.

Pavel Samsonov
Pavel Samsonov

Problem Design

+1

Only outputs can be automated

Jul 20, 2025

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8 min read

Only outputs can be automated

By emphasizing design's role as a producer of visual outputs, our leaders have eroded the entire justification for UX as a practice.

Pavel Samsonov
Pavel Samsonov

Problem Design

+2

AI saved the feature factory

Jul 6, 2025

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9 min read

AI saved the feature factory

When outputs are valued above all else, hallucinations and slop aren't bugs — they're features.

Pavel Samsonov
Pavel Samsonov

Problem Design

+1

Imitating the future, breaking the present

Jun 20, 2025

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7 min read

Imitating the future, breaking the present

Tech companies are only pretending to innovate, through copying futuristic aesthetics from science fiction without understanding their purpose.

Pavel Samsonov
Pavel Samsonov

LLMs

+1

The AI Hangover Era (The Everything App Part 3)

May 31, 2025

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12 min read

The AI Hangover Era (The Everything App Part 3)

Some leaders are starting to realize the extent to which AI has broken their ability to prioritize and ship value. Others are still doubling down.

Pavel Samsonov
Pavel Samsonov

LLMs

+1

AI is not an assistant – it's your new boss (The Everything App part 2)

May 23, 2025

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10 min read

AI is not an assistant – it's your new boss (The Everything App part 2)

As managers continue to outsource data-gathering and decision-making to LLMs, the person above you on the org chart is transforming into a chatbot's clerk – and leaving product teams with the consequences.

Pavel Samsonov
Pavel Samsonov

LLMs

+1

The Everything App is a symptom of Nothing Management (part 1)

May 18, 2025

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10 min read

The Everything App is a symptom of Nothing Management (part 1)

Leaders who surrender their point of view inevitably arrive at the same conclusion: we must solve every problem for every user. This approach demolishes the possibility of real impact.

Pavel Samsonov
Pavel Samsonov

Problem Design

+1

Figma Dreamweaver

May 9, 2025

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7 min read

Figma Dreamweaver

The dream of being able to generate working websites will remain out of reach until UX redefines its practice around semantic structure rather than layouts.

Pavel Samsonov
Pavel Samsonov

LLMs

+1

The AI job crisis is a crisis of groupthink

May 4, 2025

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10 min read

The AI job crisis is a crisis of groupthink

Unmoored from user needs as the driver for decision-making, executives increasingly perform innovation for their peers. Today, that means AI products and AI workflows – no matter the cost.

Pavel Samsonov
Pavel Samsonov

Metrics and Data

+2

The bounty of the commons

Mar 8, 2025

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7 min read

The bounty of the commons

You'll never be able to make effective trade-offs without thinking holistically about the entire system, and the other people within it

Pavel Samsonov
Pavel Samsonov

LLMs

+1

The algorithm is not an excuse to stop systems thinking

Feb 28, 2025

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5 min read

The algorithm is not an excuse to stop systems thinking

Algorithmic search has pushed both users and designers towards design patterns that use removing friction as an excuse to take away control. But some tools are bringing thoughtfulness back.

Pavel Samsonov
Pavel Samsonov

Feedback Loops

+2

The process is the point

Feb 21, 2025

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7 min read

The process is the point

Using LLMs to rush the design process to the output at the end cuts out the very feedback loop that makes design worth doing in the first place.

Pavel Samsonov
Pavel Samsonov

Problem Design

+2

Tools for not-thinking

Jan 24, 2025

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10 min read

Tools for not-thinking

User research would have prevented this week's extremely expensive mistakes - but leaders are determined to keep making them.

Pavel Samsonov
Pavel Samsonov

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